Overview
Brought to you by YData
Dataset statistics
| Number of variables | 15 |
|---|---|
| Number of observations | 106800 |
| Missing cells | 0 |
| Missing cells (%) | 0.0% |
| Duplicate rows | 0 |
| Duplicate rows (%) | 0.0% |
| Total size in memory | 16.9 MiB |
| Average record size in memory | 165.5 B |
Variable types
| Numeric | 14 |
|---|---|
| Categorical | 1 |
eeg_label_offset_seconds is highly overall correlated with eeg_sub_id and 2 other fields | High correlation |
eeg_sub_id is highly overall correlated with eeg_label_offset_seconds and 2 other fields | High correlation |
spectrogram_label_offset_seconds is highly overall correlated with eeg_label_offset_seconds and 2 other fields | High correlation |
spectrogram_sub_id is highly overall correlated with eeg_label_offset_seconds and 2 other fields | High correlation |
label_id has unique values | Unique |
eeg_sub_id has 17089 (16.0%) zeros | Zeros |
eeg_label_offset_seconds has 17089 (16.0%) zeros | Zeros |
spectrogram_sub_id has 11138 (10.4%) zeros | Zeros |
spectrogram_label_offset_seconds has 11138 (10.4%) zeros | Zeros |
seizure_vote has 73906 (69.2%) zeros | Zeros |
lpd_vote has 77675 (72.7%) zeros | Zeros |
gpd_vote has 82027 (76.8%) zeros | Zeros |
lrda_vote has 77294 (72.4%) zeros | Zeros |
grda_vote has 73101 (68.4%) zeros | Zeros |
other_vote has 58167 (54.5%) zeros | Zeros |
Reproduction
| Analysis started | 2025-03-09 22:01:11.618616 |
|---|---|
| Analysis finished | 2025-03-09 22:01:29.688720 |
| Duration | 18.07 seconds |
| Software version | ydata-profiling vv4.12.2 |
| Download configuration | config.json |
Variables
eeg_id
Real number (ℝ)
| Distinct | 17089 |
|---|---|
| Distinct (%) | 16.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 2.1043874 × 109 |
| Minimum | 568657 |
|---|---|
| Maximum | 4.2949584 × 109 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 834.5 KiB |
Quantile statistics
| Minimum | 568657 |
|---|---|
| 5-th percentile | 2.2236912 × 108 |
| Q1 | 1.0268956 × 109 |
| median | 2.0713257 × 109 |
| Q3 | 3.172787 × 109 |
| 95-th percentile | 4.0701555 × 109 |
| Maximum | 4.2949584 × 109 |
| Range | 4.2943897 × 109 |
| Interquartile range (IQR) | 2.1458913 × 109 |
Descriptive statistics
| Standard deviation | 1.2333706 × 109 |
|---|---|
| Coefficient of variation (CV) | 0.58609486 |
| Kurtosis | -1.192152 |
| Mean | 2.1043874 × 109 |
| Median Absolute Deviation (MAD) | 1.0691836 × 109 |
| Skewness | 0.062993347 |
| Sum | 2.2474858 × 1014 |
| Variance | 1.5212031 × 1018 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 2259539799 | 743 | 0.7% |
| 2428433259 | 664 | 0.6% |
| 1641054670 | 562 | 0.5% |
| 2860052642 | 534 | 0.5% |
| 525664301 | 531 | 0.5% |
| 1712056492 | 433 | 0.4% |
| 1480985066 | 416 | 0.4% |
| 188361788 | 412 | 0.4% |
| 3525185677 | 286 | 0.3% |
| 1596590162 | 275 | 0.3% |
| Other values (17079) | 101944 |
| Value | Count | Frequency (%) |
| 568657 | 4 | < 0.1% |
| 582999 | 11 | |
| 642382 | 2 | < 0.1% |
| 751790 | 1 | < 0.1% |
| 778705 | 1 | < 0.1% |
| 1629671 | 17 | |
| 1895581 | 1 | < 0.1% |
| 2061593 | 1 | < 0.1% |
| 2078097 | 1 | < 0.1% |
| 2366870 | 6 | < 0.1% |
| Value | Count | Frequency (%) |
| 4294958358 | 1 | < 0.1% |
| 4294858825 | 5 | < 0.1% |
| 4294455489 | 1 | < 0.1% |
| 4293843368 | 1 | < 0.1% |
| 4293354003 | 1 | < 0.1% |
| 4293306306 | 1 | < 0.1% |
| 4293144208 | 2 | < 0.1% |
| 4292843598 | 15 | |
| 4292809326 | 3 | < 0.1% |
| 4291744526 | 8 |
eeg_sub_id
Real number (ℝ)
High correlation  Zeros 
| Distinct | 743 |
|---|---|
| Distinct (%) | 0.7% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 26.286189 |
| Minimum | 0 |
|---|---|
| Maximum | 742 |
| Zeros | 17089 |
| Zeros (%) | 16.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 834.5 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 1 |
| median | 5 |
| Q3 | 16 |
| 95-th percentile | 131 |
| Maximum | 742 |
| Range | 742 |
| Interquartile range (IQR) | 15 |
Descriptive statistics
| Standard deviation | 69.757658 |
|---|---|
| Coefficient of variation (CV) | 2.653776 |
| Kurtosis | 31.809687 |
| Mean | 26.286189 |
| Median Absolute Deviation (MAD) | 5 |
| Skewness | 5.1640972 |
| Sum | 2807365 |
| Variance | 4866.1308 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 17089 | |
| 1 | 10765 | 10.1% |
| 2 | 8792 | 8.2% |
| 3 | 7362 | 6.9% |
| 4 | 6044 | 5.7% |
| 5 | 5102 | 4.8% |
| 6 | 4268 | 4.0% |
| 7 | 3601 | 3.4% |
| 8 | 3115 | 2.9% |
| 9 | 2662 | 2.5% |
| Other values (733) | 38000 |
| Value | Count | Frequency (%) |
| 0 | 17089 | |
| 1 | 10765 | |
| 2 | 8792 | |
| 3 | 7362 | |
| 4 | 6044 | 5.7% |
| 5 | 5102 | 4.8% |
| 6 | 4268 | 4.0% |
| 7 | 3601 | 3.4% |
| 8 | 3115 | 2.9% |
| 9 | 2662 | 2.5% |
| Value | Count | Frequency (%) |
| 742 | 1 | |
| 741 | 1 | |
| 740 | 1 | |
| 739 | 1 | |
| 738 | 1 | |
| 737 | 1 | |
| 736 | 1 | |
| 735 | 1 | |
| 734 | 1 | |
| 733 | 1 |
eeg_label_offset_seconds
Real number (ℝ)
High correlation  Zeros 
| Distinct | 1502 |
|---|---|
| Distinct (%) | 1.4% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 118.81723 |
| Minimum | 0 |
|---|---|
| Maximum | 3372 |
| Zeros | 17089 |
| Zeros (%) | 16.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 834.5 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 6 |
| median | 26 |
| Q3 | 82 |
| 95-th percentile | 540 |
| Maximum | 3372 |
| Range | 3372 |
| Interquartile range (IQR) | 76 |
Descriptive statistics
| Standard deviation | 314.5578 |
|---|---|
| Coefficient of variation (CV) | 2.647409 |
| Kurtosis | 35.76774 |
| Mean | 118.81723 |
| Median Absolute Deviation (MAD) | 26 |
| Skewness | 5.4743477 |
| Sum | 12689680 |
| Variance | 98946.611 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 17089 | 16.0% |
| 2 | 4284 | 4.0% |
| 4 | 4125 | 3.9% |
| 6 | 3668 | 3.4% |
| 8 | 3321 | 3.1% |
| 10 | 3125 | 2.9% |
| 12 | 2878 | 2.7% |
| 14 | 2646 | 2.5% |
| 16 | 2380 | 2.2% |
| 18 | 2218 | 2.1% |
| Other values (1492) | 61066 |
| Value | Count | Frequency (%) |
| 0 | 17089 | |
| 2 | 4284 | 4.0% |
| 4 | 4125 | 3.9% |
| 6 | 3668 | 3.4% |
| 8 | 3321 | 3.1% |
| 10 | 3125 | 2.9% |
| 12 | 2878 | 2.7% |
| 14 | 2646 | 2.5% |
| 16 | 2380 | 2.2% |
| 18 | 2218 | 2.1% |
| Value | Count | Frequency (%) |
| 3372 | 1 | |
| 3366 | 1 | |
| 3364 | 1 | |
| 3362 | 1 | |
| 3352 | 1 | |
| 3350 | 1 | |
| 3346 | 1 | |
| 3344 | 1 | |
| 3342 | 1 | |
| 3340 | 1 |
spectrogram_id
Real number (ℝ)
| Distinct | 11138 |
|---|---|
| Distinct (%) | 10.4% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 1.0672624 × 109 |
| Minimum | 353733 |
|---|---|
| Maximum | 2.1473884 × 109 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 834.5 KiB |
Quantile statistics
| Minimum | 353733 |
|---|---|
| 5-th percentile | 91036433 |
| Q1 | 5.2386258 × 108 |
| median | 1.0579043 × 109 |
| Q3 | 1.6231954 × 109 |
| 95-th percentile | 2.0329331 × 109 |
| Maximum | 2.1473884 × 109 |
| Range | 2.1470346 × 109 |
| Interquartile range (IQR) | 1.0993329 × 109 |
Descriptive statistics
| Standard deviation | 6.291475 × 108 |
|---|---|
| Coefficient of variation (CV) | 0.58949653 |
| Kurtosis | -1.2358003 |
| Mean | 1.0672624 × 109 |
| Median Absolute Deviation (MAD) | 5.448347 × 108 |
| Skewness | 0.018177563 |
| Sum | 1.1398363 × 1014 |
| Variance | 3.9582657 × 1017 |
| Monotonicity | Increasing |
| Value | Count | Frequency (%) |
| 764146759 | 1022 | 1.0% |
| 1974785580 | 836 | 0.8% |
| 1391458063 | 743 | 0.7% |
| 1863712617 | 703 | 0.7% |
| 577118473 | 562 | 0.5% |
| 840003147 | 534 | 0.5% |
| 365931891 | 531 | 0.5% |
| 12849827 | 449 | 0.4% |
| 1568768668 | 444 | 0.4% |
| 1254544437 | 440 | 0.4% |
| Other values (11128) | 100536 |
| Value | Count | Frequency (%) |
| 353733 | 9 | |
| 924234 | 2 | < 0.1% |
| 999431 | 11 | |
| 1084844 | 6 | |
| 1219001 | 7 | |
| 1353070 | 1 | < 0.1% |
| 1730458 | 5 | |
| 1872874 | 8 | |
| 1910466 | 5 | |
| 2207717 | 4 | < 0.1% |
| Value | Count | Frequency (%) |
| 2147388374 | 11 | |
| 2147312808 | 5 | < 0.1% |
| 2146798838 | 4 | < 0.1% |
| 2146414988 | 1 | < 0.1% |
| 2146188334 | 3 | < 0.1% |
| 2146170054 | 13 | |
| 2146166212 | 22 | |
| 2145983945 | 10 | |
| 2145846010 | 7 | < 0.1% |
| 2145805074 | 1 | < 0.1% |
spectrogram_sub_id
Real number (ℝ)
High correlation  Zeros 
| Distinct | 1022 |
|---|---|
| Distinct (%) | 1.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 43.733596 |
| Minimum | 0 |
|---|---|
| Maximum | 1021 |
| Zeros | 11138 |
| Zeros (%) | 10.4% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 834.5 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 2 |
| median | 8 |
| Q3 | 29 |
| 95-th percentile | 237 |
| Maximum | 1021 |
| Range | 1021 |
| Interquartile range (IQR) | 27 |
Descriptive statistics
| Standard deviation | 104.29212 |
|---|---|
| Coefficient of variation (CV) | 2.384714 |
| Kurtosis | 23.37504 |
| Mean | 43.733596 |
| Median Absolute Deviation (MAD) | 7 |
| Skewness | 4.3906989 |
| Sum | 4670748 |
| Variance | 10876.846 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 11138 | 10.4% |
| 1 | 8708 | 8.2% |
| 2 | 7429 | 7.0% |
| 3 | 6417 | 6.0% |
| 4 | 5494 | 5.1% |
| 5 | 4772 | 4.5% |
| 6 | 4085 | 3.8% |
| 7 | 3533 | 3.3% |
| 8 | 3124 | 2.9% |
| 9 | 2752 | 2.6% |
| Other values (1012) | 49348 |
| Value | Count | Frequency (%) |
| 0 | 11138 | |
| 1 | 8708 | |
| 2 | 7429 | |
| 3 | 6417 | |
| 4 | 5494 | |
| 5 | 4772 | |
| 6 | 4085 | 3.8% |
| 7 | 3533 | 3.3% |
| 8 | 3124 | 2.9% |
| 9 | 2752 | 2.6% |
| Value | Count | Frequency (%) |
| 1021 | 1 | |
| 1020 | 1 | |
| 1019 | 1 | |
| 1018 | 1 | |
| 1017 | 1 | |
| 1016 | 1 | |
| 1015 | 1 | |
| 1014 | 1 | |
| 1013 | 1 | |
| 1012 | 1 |
spectrogram_label_offset_seconds
Real number (ℝ)
High correlation  Zeros 
| Distinct | 4686 |
|---|---|
| Distinct (%) | 4.4% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 520.4314 |
| Minimum | 0 |
|---|---|
| Maximum | 17632 |
| Zeros | 11138 |
| Zeros (%) | 10.4% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 834.5 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 12 |
| median | 62 |
| Q3 | 394 |
| 95-th percentile | 2490.1 |
| Maximum | 17632 |
| Range | 17632 |
| Interquartile range (IQR) | 382 |
Descriptive statistics
| Standard deviation | 1449.7599 |
|---|---|
| Coefficient of variation (CV) | 2.7856887 |
| Kurtosis | 47.181716 |
| Mean | 520.4314 |
| Median Absolute Deviation (MAD) | 62 |
| Skewness | 6.0947306 |
| Sum | 55582074 |
| Variance | 2101803.7 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 11138 | 10.4% |
| 2 | 3224 | 3.0% |
| 4 | 3096 | 2.9% |
| 6 | 2786 | 2.6% |
| 8 | 2491 | 2.3% |
| 10 | 2359 | 2.2% |
| 12 | 2166 | 2.0% |
| 14 | 1998 | 1.9% |
| 16 | 1813 | 1.7% |
| 18 | 1630 | 1.5% |
| Other values (4676) | 74099 |
| Value | Count | Frequency (%) |
| 0 | 11138 | |
| 2 | 3224 | 3.0% |
| 4 | 3096 | 2.9% |
| 6 | 2786 | 2.6% |
| 8 | 2491 | 2.3% |
| 10 | 2359 | 2.2% |
| 12 | 2166 | 2.0% |
| 14 | 1998 | 1.9% |
| 16 | 1813 | 1.7% |
| 18 | 1630 | 1.5% |
| Value | Count | Frequency (%) |
| 17632 | 1 | |
| 17630 | 1 | |
| 17626 | 1 | |
| 17624 | 1 | |
| 17622 | 1 | |
| 17620 | 1 | |
| 17618 | 1 | |
| 17616 | 1 | |
| 17614 | 1 | |
| 17612 | 1 |
label_id
Real number (ℝ)
Unique 
| Distinct | 106800 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 2.1414148 × 109 |
| Minimum | 338 |
|---|---|
| Maximum | 4.2949335 × 109 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 834.5 KiB |
Quantile statistics
| Minimum | 338 |
|---|---|
| 5-th percentile | 2.1031044 × 108 |
| Q1 | 1.0674194 × 109 |
| median | 2.138332 × 109 |
| Q3 | 3.2178159 × 109 |
| 95-th percentile | 4.0813579 × 109 |
| Maximum | 4.2949335 × 109 |
| Range | 4.2949332 × 109 |
| Interquartile range (IQR) | 2.1503964 × 109 |
Descriptive statistics
| Standard deviation | 1.2416697 × 109 |
|---|---|
| Coefficient of variation (CV) | 0.57983615 |
| Kurtosis | -1.2000132 |
| Mean | 2.1414148 × 109 |
| Median Absolute Deviation (MAD) | 1.0752523 × 109 |
| Skewness | 0.0081215305 |
| Sum | 2.287031 × 1014 |
| Variance | 1.5417437 × 1018 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 127492639 | 1 | < 0.1% |
| 2280293819 | 1 | < 0.1% |
| 211430718 | 1 | < 0.1% |
| 1209816356 | 1 | < 0.1% |
| 2728965724 | 1 | < 0.1% |
| 3832244487 | 1 | < 0.1% |
| 1342527369 | 1 | < 0.1% |
| 871762682 | 1 | < 0.1% |
| 457395995 | 1 | < 0.1% |
| 3253065483 | 1 | < 0.1% |
| Other values (106790) | 106790 |
| Value | Count | Frequency (%) |
| 338 | 1 | |
| 29652 | 1 | |
| 94683 | 1 | |
| 99525 | 1 | |
| 117889 | 1 | |
| 120688 | 1 | |
| 218991 | 1 | |
| 244789 | 1 | |
| 265836 | 1 | |
| 296654 | 1 |
| Value | Count | Frequency (%) |
| 4294933502 | 1 | |
| 4294920358 | 1 | |
| 4294888279 | 1 | |
| 4294766404 | 1 | |
| 4294748510 | 1 | |
| 4294736565 | 1 | |
| 4294658018 | 1 | |
| 4294489914 | 1 | |
| 4294459484 | 1 | |
| 4294457275 | 1 |
patient_id
Real number (ℝ)
| Distinct | 1950 |
|---|---|
| Distinct (%) | 1.8% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 32304.428 |
| Minimum | 56 |
|---|---|
| Maximum | 65494 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 834.5 KiB |
Quantile statistics
| Minimum | 56 |
|---|---|
| 5-th percentile | 2641 |
| Q1 | 16707 |
| median | 32068 |
| Q3 | 48036 |
| 95-th percentile | 61563 |
| Maximum | 65494 |
| Range | 65438 |
| Interquartile range (IQR) | 31329 |
Descriptive statistics
| Standard deviation | 18538.196 |
|---|---|
| Coefficient of variation (CV) | 0.57385929 |
| Kurtosis | -1.1149384 |
| Mean | 32304.428 |
| Median Absolute Deviation (MAD) | 15527 |
| Skewness | 0.0037500558 |
| Sum | 3.450113 × 109 |
| Variance | 3.4366472 × 108 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 30631 | 2215 | 2.1% |
| 2641 | 2185 | 2.0% |
| 35627 | 1403 | 1.3% |
| 28330 | 1362 | 1.3% |
| 54199 | 1350 | 1.3% |
| 35225 | 1288 | 1.2% |
| 57378 | 1165 | 1.1% |
| 38549 | 1012 | 0.9% |
| 56450 | 952 | 0.9% |
| 32481 | 942 | 0.9% |
| Other values (1940) | 92926 |
| Value | Count | Frequency (%) |
| 56 | 60 | |
| 105 | 54 | |
| 149 | 9 | < 0.1% |
| 195 | 59 | |
| 198 | 10 | < 0.1% |
| 200 | 51 | |
| 260 | 23 | < 0.1% |
| 282 | 20 | < 0.1% |
| 312 | 4 | < 0.1% |
| 345 | 57 |
| Value | Count | Frequency (%) |
| 65494 | 20 | < 0.1% |
| 65480 | 9 | < 0.1% |
| 65442 | 30 | < 0.1% |
| 65430 | 46 | < 0.1% |
| 65378 | 401 | |
| 65377 | 4 | < 0.1% |
| 65368 | 14 | < 0.1% |
| 65356 | 149 | 0.1% |
| 65264 | 21 | < 0.1% |
| 65250 | 139 | 0.1% |
expert_consensus
Categorical
| Distinct | 6 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 5.4 MiB |
| Seizure | |
|---|---|
| GRDA | |
| Other | |
| GPD | |
| LRDA |
Length
| Max length | 7 |
|---|---|
| Median length | 5 |
| Mean length | 4.4686236 |
| Min length | 3 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | Seizure |
|---|---|
| 2nd row | Seizure |
| 3rd row | Seizure |
| 4th row | Seizure |
| 5th row | Seizure |
Common Values
| Value | Count | Frequency (%) |
| Seizure | 20933 | |
| GRDA | 18861 | |
| Other | 18808 | |
| GPD | 16702 | |
| LRDA | 16640 | |
| LPD | 14856 |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| seizure | 20933 | |
| grda | 18861 | |
| other | 18808 | |
| gpd | 16702 | |
| lrda | 16640 | |
| lpd | 14856 |
Most occurring characters
| Value | Count | Frequency (%) |
| D | 67059 | |
| e | 60674 | |
| r | 39741 | |
| G | 35563 | 7.5% |
| R | 35501 | 7.4% |
| A | 35501 | 7.4% |
| P | 31558 | 6.6% |
| L | 31496 | 6.6% |
| S | 20933 | 4.4% |
| i | 20933 | 4.4% |
| Other values (5) | 98290 |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 477249 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| D | 67059 | |
| e | 60674 | |
| r | 39741 | |
| G | 35563 | 7.5% |
| R | 35501 | 7.4% |
| A | 35501 | 7.4% |
| P | 31558 | 6.6% |
| L | 31496 | 6.6% |
| S | 20933 | 4.4% |
| i | 20933 | 4.4% |
| Other values (5) | 98290 |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 477249 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| D | 67059 | |
| e | 60674 | |
| r | 39741 | |
| G | 35563 | 7.5% |
| R | 35501 | 7.4% |
| A | 35501 | 7.4% |
| P | 31558 | 6.6% |
| L | 31496 | 6.6% |
| S | 20933 | 4.4% |
| i | 20933 | 4.4% |
| Other values (5) | 98290 |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 477249 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| D | 67059 | |
| e | 60674 | |
| r | 39741 | |
| G | 35563 | 7.5% |
| R | 35501 | 7.4% |
| A | 35501 | 7.4% |
| P | 31558 | 6.6% |
| L | 31496 | 6.6% |
| S | 20933 | 4.4% |
| i | 20933 | 4.4% |
| Other values (5) | 98290 |
seizure_vote
Real number (ℝ)
Zeros 
| Distinct | 18 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.87802434 |
| Minimum | 0 |
|---|---|
| Maximum | 19 |
| Zeros | 73906 |
| Zeros (%) | 69.2% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 834.5 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 1 |
| 95-th percentile | 3 |
| Maximum | 19 |
| Range | 19 |
| Interquartile range (IQR) | 1 |
Descriptive statistics
| Standard deviation | 1.5388733 |
|---|---|
| Coefficient of variation (CV) | 1.7526545 |
| Kurtosis | 8.2088947 |
| Mean | 0.87802434 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 2.1785843 |
| Sum | 93773 |
| Variance | 2.368131 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 73906 | |
| 3 | 19520 | 18.3% |
| 1 | 6475 | 6.1% |
| 2 | 2329 | 2.2% |
| 5 | 1825 | 1.7% |
| 4 | 1745 | 1.6% |
| 6 | 336 | 0.3% |
| 7 | 313 | 0.3% |
| 8 | 91 | 0.1% |
| 9 | 57 | 0.1% |
| Other values (8) | 203 | 0.2% |
| Value | Count | Frequency (%) |
| 0 | 73906 | |
| 1 | 6475 | 6.1% |
| 2 | 2329 | 2.2% |
| 3 | 19520 | 18.3% |
| 4 | 1745 | 1.6% |
| 5 | 1825 | 1.7% |
| 6 | 336 | 0.3% |
| 7 | 313 | 0.3% |
| 8 | 91 | 0.1% |
| 9 | 57 | 0.1% |
| Value | Count | Frequency (%) |
| 19 | 4 | < 0.1% |
| 16 | 3 | < 0.1% |
| 15 | 36 | < 0.1% |
| 14 | 25 | < 0.1% |
| 13 | 30 | < 0.1% |
| 12 | 22 | < 0.1% |
| 11 | 29 | < 0.1% |
| 10 | 54 | |
| 9 | 57 | |
| 8 | 91 |
lpd_vote
Real number (ℝ)
Zeros 
| Distinct | 19 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 1.1387828 |
| Minimum | 0 |
|---|---|
| Maximum | 18 |
| Zeros | 77675 |
| Zeros (%) | 72.7% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 834.5 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 1 |
| 95-th percentile | 7 |
| Maximum | 18 |
| Range | 18 |
| Interquartile range (IQR) | 1 |
Descriptive statistics
| Standard deviation | 2.8188453 |
|---|---|
| Coefficient of variation (CV) | 2.4753143 |
| Kurtosis | 11.05233 |
| Mean | 1.1387828 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 3.2892374 |
| Sum | 121622 |
| Variance | 7.9458886 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 77675 | |
| 1 | 9680 | 9.1% |
| 2 | 4618 | 4.3% |
| 3 | 4011 | 3.8% |
| 4 | 2290 | 2.1% |
| 5 | 1323 | 1.2% |
| 6 | 1065 | 1.0% |
| 7 | 863 | 0.8% |
| 13 | 769 | 0.7% |
| 14 | 739 | 0.7% |
| Other values (9) | 3767 | 3.5% |
| Value | Count | Frequency (%) |
| 0 | 77675 | |
| 1 | 9680 | 9.1% |
| 2 | 4618 | 4.3% |
| 3 | 4011 | 3.8% |
| 4 | 2290 | 2.1% |
| 5 | 1323 | 1.2% |
| 6 | 1065 | 1.0% |
| 7 | 863 | 0.8% |
| 8 | 616 | 0.6% |
| 9 | 574 | 0.5% |
| Value | Count | Frequency (%) |
| 18 | 45 | < 0.1% |
| 17 | 120 | 0.1% |
| 16 | 92 | 0.1% |
| 15 | 557 | |
| 14 | 739 | |
| 13 | 769 | |
| 12 | 589 | |
| 11 | 545 | |
| 10 | 629 | |
| 9 | 574 |
gpd_vote
Real number (ℝ)
Zeros 
| Distinct | 17 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 1.2649251 |
| Minimum | 0 |
|---|---|
| Maximum | 16 |
| Zeros | 82027 |
| Zeros (%) | 76.8% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 834.5 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 10 |
| Maximum | 16 |
| Range | 16 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 3.1318887 |
|---|---|
| Coefficient of variation (CV) | 2.4759479 |
| Kurtosis | 6.6558296 |
| Mean | 1.2649251 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 2.7555029 |
| Sum | 135094 |
| Variance | 9.8087268 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 82027 | |
| 1 | 5643 | 5.3% |
| 2 | 4352 | 4.1% |
| 3 | 2756 | 2.6% |
| 10 | 2052 | 1.9% |
| 11 | 1445 | 1.4% |
| 9 | 1200 | 1.1% |
| 4 | 1163 | 1.1% |
| 12 | 1054 | 1.0% |
| 13 | 941 | 0.9% |
| Other values (7) | 4167 | 3.9% |
| Value | Count | Frequency (%) |
| 0 | 82027 | |
| 1 | 5643 | 5.3% |
| 2 | 4352 | 4.1% |
| 3 | 2756 | 2.6% |
| 4 | 1163 | 1.1% |
| 5 | 909 | 0.9% |
| 6 | 573 | 0.5% |
| 7 | 774 | 0.7% |
| 8 | 861 | 0.8% |
| 9 | 1200 | 1.1% |
| Value | Count | Frequency (%) |
| 16 | 116 | 0.1% |
| 15 | 510 | 0.5% |
| 14 | 424 | 0.4% |
| 13 | 941 | |
| 12 | 1054 | |
| 11 | 1445 | |
| 10 | 2052 | |
| 9 | 1200 | |
| 8 | 861 | |
| 7 | 774 | 0.7% |
lrda_vote
Real number (ℝ)
Zeros 
| Distinct | 16 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.94829588 |
| Minimum | 0 |
|---|---|
| Maximum | 15 |
| Zeros | 77294 |
| Zeros (%) | 72.4% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 834.5 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 1 |
| 95-th percentile | 6 |
| Maximum | 15 |
| Range | 15 |
| Interquartile range (IQR) | 1 |
Descriptive statistics
| Standard deviation | 2.1367987 |
|---|---|
| Coefficient of variation (CV) | 2.2533038 |
| Kurtosis | 10.561945 |
| Mean | 0.94829588 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 3.0783767 |
| Sum | 101278 |
| Variance | 4.5659088 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 77294 | |
| 1 | 8177 | 7.7% |
| 3 | 6597 | 6.2% |
| 2 | 6122 | 5.7% |
| 5 | 1621 | 1.5% |
| 6 | 1449 | 1.4% |
| 4 | 1279 | 1.2% |
| 7 | 1190 | 1.1% |
| 9 | 802 | 0.8% |
| 8 | 799 | 0.7% |
| Other values (6) | 1470 | 1.4% |
| Value | Count | Frequency (%) |
| 0 | 77294 | |
| 1 | 8177 | 7.7% |
| 2 | 6122 | 5.7% |
| 3 | 6597 | 6.2% |
| 4 | 1279 | 1.2% |
| 5 | 1621 | 1.5% |
| 6 | 1449 | 1.4% |
| 7 | 1190 | 1.1% |
| 8 | 799 | 0.7% |
| 9 | 802 | 0.8% |
| Value | Count | Frequency (%) |
| 15 | 55 | 0.1% |
| 14 | 51 | < 0.1% |
| 13 | 357 | 0.3% |
| 12 | 246 | 0.2% |
| 11 | 469 | 0.4% |
| 10 | 292 | 0.3% |
| 9 | 802 | |
| 8 | 799 | |
| 7 | 1190 | |
| 6 | 1449 |
grda_vote
Real number (ℝ)
Zeros 
| Distinct | 16 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 1.0591854 |
| Minimum | 0 |
|---|---|
| Maximum | 15 |
| Zeros | 73101 |
| Zeros (%) | 68.4% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 834.5 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 1 |
| 95-th percentile | 6 |
| Maximum | 15 |
| Range | 15 |
| Interquartile range (IQR) | 1 |
Descriptive statistics
| Standard deviation | 2.2284924 |
|---|---|
| Coefficient of variation (CV) | 2.1039682 |
| Kurtosis | 10.886845 |
| Mean | 1.0591854 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 3.0782446 |
| Sum | 113121 |
| Variance | 4.9661784 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 73101 | |
| 3 | 12643 | 11.8% |
| 1 | 9508 | 8.9% |
| 2 | 4219 | 4.0% |
| 6 | 1058 | 1.0% |
| 5 | 983 | 0.9% |
| 4 | 927 | 0.9% |
| 8 | 923 | 0.9% |
| 7 | 900 | 0.8% |
| 13 | 866 | 0.8% |
| Other values (6) | 1672 | 1.6% |
| Value | Count | Frequency (%) |
| 0 | 73101 | |
| 1 | 9508 | 8.9% |
| 2 | 4219 | 4.0% |
| 3 | 12643 | 11.8% |
| 4 | 927 | 0.9% |
| 5 | 983 | 0.9% |
| 6 | 1058 | 1.0% |
| 7 | 900 | 0.8% |
| 8 | 923 | 0.9% |
| 9 | 573 | 0.5% |
| Value | Count | Frequency (%) |
| 15 | 25 | < 0.1% |
| 14 | 62 | 0.1% |
| 13 | 866 | |
| 12 | 272 | 0.3% |
| 11 | 269 | 0.3% |
| 10 | 471 | |
| 9 | 573 | |
| 8 | 923 | |
| 7 | 900 | |
| 6 | 1058 |
other_vote
Real number (ℝ)
Zeros 
| Distinct | 26 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 1.9662828 |
| Minimum | 0 |
|---|---|
| Maximum | 25 |
| Zeros | 58167 |
| Zeros (%) | 54.5% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 834.5 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 2 |
| 95-th percentile | 10 |
| Maximum | 25 |
| Range | 25 |
| Interquartile range (IQR) | 2 |
Descriptive statistics
| Standard deviation | 3.6211803 |
|---|---|
| Coefficient of variation (CV) | 1.8416376 |
| Kurtosis | 7.8044131 |
| Mean | 1.9662828 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 2.7000919 |
| Sum | 209999 |
| Variance | 13.112947 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 58167 | |
| 1 | 13471 | 12.6% |
| 2 | 9782 | 9.2% |
| 3 | 7286 | 6.8% |
| 4 | 3081 | 2.9% |
| 5 | 3016 | 2.8% |
| 6 | 2153 | 2.0% |
| 7 | 1544 | 1.4% |
| 9 | 1228 | 1.1% |
| 8 | 1061 | 1.0% |
| Other values (16) | 6011 | 5.6% |
| Value | Count | Frequency (%) |
| 0 | 58167 | |
| 1 | 13471 | 12.6% |
| 2 | 9782 | 9.2% |
| 3 | 7286 | 6.8% |
| 4 | 3081 | 2.9% |
| 5 | 3016 | 2.8% |
| 6 | 2153 | 2.0% |
| 7 | 1544 | 1.4% |
| 8 | 1061 | 1.0% |
| 9 | 1228 | 1.1% |
| Value | Count | Frequency (%) |
| 25 | 5 | < 0.1% |
| 24 | 18 | < 0.1% |
| 23 | 21 | < 0.1% |
| 22 | 10 | < 0.1% |
| 21 | 93 | 0.1% |
| 20 | 303 | |
| 19 | 181 | 0.2% |
| 18 | 454 | |
| 17 | 545 | |
| 16 | 326 |
Interactions
Correlations
| eeg_id | eeg_label_offset_seconds | eeg_sub_id | expert_consensus | gpd_vote | grda_vote | label_id | lpd_vote | lrda_vote | other_vote | patient_id | seizure_vote | spectrogram_id | spectrogram_label_offset_seconds | spectrogram_sub_id | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| eeg_id | 1.000 | -0.034 | -0.031 | 0.060 | 0.008 | 0.033 | 0.003 | -0.006 | -0.006 | 0.026 | 0.017 | 0.014 | -0.007 | -0.023 | -0.025 |
| eeg_label_offset_seconds | -0.034 | 1.000 | 0.942 | 0.123 | 0.091 | 0.087 | -0.001 | -0.026 | 0.068 | -0.196 | -0.024 | 0.096 | -0.013 | 0.590 | 0.790 |
| eeg_sub_id | -0.031 | 0.942 | 1.000 | 0.129 | 0.129 | 0.126 | -0.001 | -0.043 | 0.163 | -0.207 | -0.024 | 0.028 | -0.015 | 0.535 | 0.820 |
| expert_consensus | 0.060 | 0.123 | 0.129 | 1.000 | 0.391 | 0.387 | 0.006 | 0.352 | 0.387 | 0.314 | 0.143 | 0.412 | 0.074 | 0.104 | 0.119 |
| gpd_vote | 0.008 | 0.091 | 0.129 | 0.391 | 1.000 | -0.031 | -0.004 | 0.058 | -0.196 | 0.074 | -0.007 | 0.024 | -0.030 | 0.116 | 0.137 |
| grda_vote | 0.033 | 0.087 | 0.126 | 0.387 | -0.031 | 1.000 | -0.000 | -0.178 | 0.005 | 0.132 | 0.001 | -0.347 | 0.019 | -0.038 | 0.049 |
| label_id | 0.003 | -0.001 | -0.001 | 0.006 | -0.004 | -0.000 | 1.000 | -0.004 | -0.003 | -0.004 | -0.005 | 0.003 | -0.001 | -0.001 | -0.003 |
| lpd_vote | -0.006 | -0.026 | -0.043 | 0.352 | 0.058 | -0.178 | -0.004 | 1.000 | 0.121 | 0.126 | 0.011 | -0.177 | 0.005 | 0.123 | 0.063 |
| lrda_vote | -0.006 | 0.068 | 0.163 | 0.387 | -0.196 | 0.005 | -0.003 | 0.121 | 1.000 | 0.219 | 0.042 | -0.257 | -0.013 | 0.038 | 0.155 |
| other_vote | 0.026 | -0.196 | -0.207 | 0.314 | 0.074 | 0.132 | -0.004 | 0.126 | 0.219 | 1.000 | 0.041 | -0.306 | 0.021 | -0.082 | -0.167 |
| patient_id | 0.017 | -0.024 | -0.024 | 0.143 | -0.007 | 0.001 | -0.005 | 0.011 | 0.042 | 0.041 | 1.000 | -0.064 | 0.029 | -0.023 | -0.028 |
| seizure_vote | 0.014 | 0.096 | 0.028 | 0.412 | 0.024 | -0.347 | 0.003 | -0.177 | -0.257 | -0.306 | -0.064 | 1.000 | -0.018 | -0.006 | -0.021 |
| spectrogram_id | -0.007 | -0.013 | -0.015 | 0.074 | -0.030 | 0.019 | -0.001 | 0.005 | -0.013 | 0.021 | 0.029 | -0.018 | 1.000 | 0.017 | 0.002 |
| spectrogram_label_offset_seconds | -0.023 | 0.590 | 0.535 | 0.104 | 0.116 | -0.038 | -0.001 | 0.123 | 0.038 | -0.082 | -0.023 | -0.006 | 0.017 | 1.000 | 0.854 |
| spectrogram_sub_id | -0.025 | 0.790 | 0.820 | 0.119 | 0.137 | 0.049 | -0.003 | 0.063 | 0.155 | -0.167 | -0.028 | -0.021 | 0.002 | 0.854 | 1.000 |
Missing values
Sample
| eeg_id | eeg_sub_id | eeg_label_offset_seconds | spectrogram_id | spectrogram_sub_id | spectrogram_label_offset_seconds | label_id | patient_id | expert_consensus | seizure_vote | lpd_vote | gpd_vote | lrda_vote | grda_vote | other_vote | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 0 | 1628180742 | 0 | 0.0 | 353733 | 0 | 0.0 | 127492639 | 42516 | Seizure | 3 | 0 | 0 | 0 | 0 | 0 |
| 1 | 1628180742 | 1 | 6.0 | 353733 | 1 | 6.0 | 3887563113 | 42516 | Seizure | 3 | 0 | 0 | 0 | 0 | 0 |
| 2 | 1628180742 | 2 | 8.0 | 353733 | 2 | 8.0 | 1142670488 | 42516 | Seizure | 3 | 0 | 0 | 0 | 0 | 0 |
| 3 | 1628180742 | 3 | 18.0 | 353733 | 3 | 18.0 | 2718991173 | 42516 | Seizure | 3 | 0 | 0 | 0 | 0 | 0 |
| 4 | 1628180742 | 4 | 24.0 | 353733 | 4 | 24.0 | 3080632009 | 42516 | Seizure | 3 | 0 | 0 | 0 | 0 | 0 |
| 5 | 1628180742 | 5 | 26.0 | 353733 | 5 | 26.0 | 2413091605 | 42516 | Seizure | 3 | 0 | 0 | 0 | 0 | 0 |
| 6 | 1628180742 | 6 | 30.0 | 353733 | 6 | 30.0 | 364593930 | 42516 | Seizure | 3 | 0 | 0 | 0 | 0 | 0 |
| 7 | 1628180742 | 7 | 36.0 | 353733 | 7 | 36.0 | 3811483573 | 42516 | Seizure | 3 | 0 | 0 | 0 | 0 | 0 |
| 8 | 1628180742 | 8 | 40.0 | 353733 | 8 | 40.0 | 3388718494 | 42516 | Seizure | 3 | 0 | 0 | 0 | 0 | 0 |
| 9 | 2277392603 | 0 | 0.0 | 924234 | 0 | 0.0 | 1978807404 | 30539 | GPD | 0 | 0 | 5 | 0 | 1 | 5 |
| eeg_id | eeg_sub_id | eeg_label_offset_seconds | spectrogram_id | spectrogram_sub_id | spectrogram_label_offset_seconds | label_id | patient_id | expert_consensus | seizure_vote | lpd_vote | gpd_vote | lrda_vote | grda_vote | other_vote | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 106790 | 351917269 | 1 | 2.0 | 2147388374 | 1 | 2.0 | 1916299616 | 10351 | LRDA | 0 | 0 | 0 | 3 | 0 | 0 |
| 106791 | 351917269 | 2 | 4.0 | 2147388374 | 2 | 4.0 | 1085988029 | 10351 | LRDA | 0 | 0 | 0 | 3 | 0 | 0 |
| 106792 | 351917269 | 3 | 6.0 | 2147388374 | 3 | 6.0 | 3808975447 | 10351 | LRDA | 0 | 0 | 0 | 3 | 0 | 0 |
| 106793 | 351917269 | 4 | 8.0 | 2147388374 | 4 | 8.0 | 1374115633 | 10351 | LRDA | 0 | 0 | 0 | 3 | 0 | 0 |
| 106794 | 351917269 | 5 | 10.0 | 2147388374 | 5 | 10.0 | 223739845 | 10351 | LRDA | 0 | 0 | 0 | 3 | 0 | 0 |
| 106795 | 351917269 | 6 | 12.0 | 2147388374 | 6 | 12.0 | 4195677307 | 10351 | LRDA | 0 | 0 | 0 | 3 | 0 | 0 |
| 106796 | 351917269 | 7 | 14.0 | 2147388374 | 7 | 14.0 | 290896675 | 10351 | LRDA | 0 | 0 | 0 | 3 | 0 | 0 |
| 106797 | 351917269 | 8 | 16.0 | 2147388374 | 8 | 16.0 | 461435451 | 10351 | LRDA | 0 | 0 | 0 | 3 | 0 | 0 |
| 106798 | 351917269 | 9 | 18.0 | 2147388374 | 9 | 18.0 | 3786213131 | 10351 | LRDA | 0 | 0 | 0 | 3 | 0 | 0 |
| 106799 | 351917269 | 10 | 20.0 | 2147388374 | 10 | 20.0 | 3642716176 | 10351 | LRDA | 0 | 0 | 0 | 3 | 0 | 0 |